Translation_Grammer_Jan_2024

This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.0380
• Bleu: 20.2965
• Gen Len: 18.2799

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 128
• eval_batch_size: 128
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 1
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.0527	1.0	12530	0.0380	20.2965	18.2799

Framework versions

• Transformers 4.36.2
• Pytorch 2.1.1+cu118
• Datasets 2.16.1
• Tokenizers 0.15.0